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Published in 2019 at "IEEE Transactions on Pattern Analysis and Machine Intelligence"
DOI: 10.1109/cvpr.2016.632
Abstract: Multi-label submodular Markov Random Fields (MRFs) have been shown to be solvable using max-flow based on an encoding of the labels proposed by Ishikawa, in which each variable $X_i$ is represented by $\ell$ nodes (where…
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tex math;
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multi label;
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Published in 2018 at "IEEE Transactions on Parallel and Distributed Systems"
DOI: 10.1109/ipdps.2016.44
Abstract: The Random regular graph (RRG) has recently been proposed as an interconnect topology for future large scale data centers and HPC clusters. An RRG is a special case of directed regular graph (DRG) where each…
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Published in 2018 at "IEEE Computer Architecture Letters"
DOI: 10.1109/lca.2018.2861012
Abstract: The use of hardware encryption and new memory technologies such as phase change memory (PCM) are gaining popularity in a variety of server applications such as cloud systems. While PCM provides energy and density advantages…
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counter advance;
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Published in 2018 at "IEEE Transactions on Mobile Computing"
DOI: 10.1109/mass.2015.115
Abstract: Present approaches to achieve $k$ -coverage for Wireless Sensor Networks still rely on centralized techniques. In this paper, we devise a distributed method for this problem, namely Distributed VOronoi based Cooperation scheme (DVOC), where nodes…
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hole detection;
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Published in 2017 at "IEEE Transactions on Computers"
DOI: 10.1109/tc.2016.2621045
Abstract: Field-programmable gate-arrays (FPGAs) have evolved to include embedded memory, high-speed I/O interfaces and processors, making them both more efficient and easier-to-use for compute acceleration and networking applications. However, implementing on-chip communication is still a designer’s…
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tex math;
chip;
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Published in 2017 at "IEEE Transactions on Computers"
DOI: 10.1109/tc.2016.2643660
Abstract: We provide a framework to analyze multi-level checkpointing protocols, by formally defining a $k$ -level checkpointing pattern. We provide a first-order approximation to the optimal checkpointing period, and show that the corresponding overhead is in…
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tex math;
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Published in 2018 at "IEEE Transactions on Computers"
DOI: 10.1109/tc.2017.2785225
Abstract: The growing demand of processing power is being satisfied mainly by an increase in the number of homogeneous and heterogeneous computing cores in a system. Efficient utilization of these architectures demands analysis of memory-access behaviour…
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information;
communication;
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Published in 2018 at "IEEE Transactions on Computers"
DOI: 10.1109/tc.2018.2809723
Abstract: $\sf{ NTRUEncrypt}$ is one of the most promising candidates for quantum-safe cryptography. In this paper, we focus on the $\sf{ NTRU743}$ parameter set. We give a report on all known attacks against this parameter set…
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Published in 2019 at "IEEE Transactions on Computers"
DOI: 10.1109/tc.2018.2875733
Abstract: The proliferation of high-throughput sequencing machines ensures rapid generation of up to billions of short nucleotide fragments in a short period of time. This massive amount of sequence data can quickly overwhelm today's storage and…
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short read;
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Published in 2018 at "IEEE/ACM Transactions on Computational Biology and Bioinformatics"
DOI: 10.1109/tcbb.2017.2708121
Abstract: The weighted Genome Sorting Problem (wGSP) is to find a minimum-weight sequence of rearrangement operations that transforms a given gene order into another given gene order using rearrangement operations that are associated with a predefined…
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Published in 2018 at "IEEE Transactions on Cloud Computing"
DOI: 10.1109/tcc.2015.2485206
Abstract: This work performs a rigorous, comparative analysis of the fog computing paradigm and the conventional cloud computing paradigm in the context of the Internet of Things (IoT), by mathematically formulating the parameters and characteristics of…
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